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Dastawez Jahan-Numa

World News, Faithfully Reported

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Health

1241 stories

Public health and medicine worldwide — sourced from WHO News.

Dastawez Jahan-Numa

CiteAnchor: Source-Aware Grounding for Hallucinated Citation Detection and Resolution

arXiv:2610.30355v1 Announce Type: new Abstract: Hallucinated citations make it harder to trace sources and verify the evidence behind scientific claims. Detecting them is difficult because bibliographic records can be in…

arXiv (cs)22h ago
Dastawez Jahan-Numa

A unified variational framework for augmented Lagrangian preconditioning of saddle point systems: applications to mixed-dimensional and fictitious domain method…

arXiv:2610.30357v1 Announce Type: new Abstract: We present a general framework to derive augmented Lagrangian preconditioners for saddle point systems arising from mixed finite element discretizations. Our approach is ba…

arXiv (cs)22h ago
Dastawez Jahan-Numa

FAIRGate: Agentic Runtime Policy Selection and Verified Repair for Fairer Recommendation Delivery

arXiv:2610.30359v1 Announce Type: new Abstract: Fairness-aware recommender systems often encode one fairness objective during training or apply a fixed re-ranking rule after scoring. In deployment, however, the appropria…

arXiv (cs)22h ago
Dastawez Jahan-Numa

The Psychology of an AI Hacker

arXiv:2610.30361v1 Announce Type: new Abstract: Human hackers rely on composure, persistence, vigilance, and confidence under pressure. We investigate whether analogous emotion representations in AI models can improve cy…

arXiv (cs)22h ago
Dastawez Jahan-Numa

CTRL-FM: Inference-Time Structural Control for Flow-Based Virtual Sensing under Long-Horizon Node Outages

arXiv:2610.30362v1 Announce Type: new Abstract: Long-horizon node outages are harder than conventional missing-value imputation because complete sensor trajectories remain unobserved for extended periods, while the usefu…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Probing and Steering for Safety-Relevant Behaviours in Large Language Models

arXiv:2610.30363v1 Announce Type: new Abstract: Activation probes are computed directions in a language model's residual stream, used both to detect safety-relevant behaviours and, by adding their direction back into the…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Data-Void Exploits in Web-Searching LLMs

arXiv:2610.30365v1 Announce Type: new Abstract: Web-searching Large Language Models (LLMs) have changed how users seek online information: instead of sifting through ranked lists of links, users read synthesized answers.…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Cutting a Cake For Human Consumption: An Elementary $n$-agent Cake Cutting Protocol

arXiv:2610.30370v1 Announce Type: new Abstract: We give a bounded envy-free cake-cutting protocol for any number $n$ of agents in the Robertson--Webb model, with a short, self-contained, and elementary correctness proof.…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Climbing the Ladder: Automating Data Pipelines and Reproducing Baselines in Low-Resource Settings

arXiv:2610.30374v1 Announce Type: new Abstract: The massively multilingual translation systems that now include Sicilian learned it from noisy, non-standardised web text. To obtain better translation quality, we redevelo…

arXiv (cs)22h ago
Dastawez Jahan-Numa

MemPlan: Memory-Conditioned PDDL Planning for Partially Observable Text Environments

arXiv:2610.30379v1 Announce Type: new Abstract: LLM agents are flexible in language interaction, but using them as long-horizon planners is costly and prone to hallucinated or invalid actions. This paper targets a differ…

arXiv (cs)22h ago
Dastawez Jahan-Numa

The Inverse Mapper Problem for Two-Dimensional Data

arXiv:2610.30380v1 Announce Type: new Abstract: The Mapper algorithm is a popular graphical tool for data visualization and exploration in topological data analysis (TDA). It takes as input a data set $X$ and returns a g…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Rank Ceiling for Twiddle-Perturbation Faults on the Forward NTT

arXiv:2610.30383v1 Announce Type: new Abstract: NIST standardised ML-KEM and ML-DSA in 2024 for post-quantum key establishment and digital signatures. Both compute forward number-theoretic transforms (NTTs) on secret pol…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Bayesian Fixed-Confidence Best-Arm Identification with Abstention

arXiv:2610.30384v1 Announce Type: new Abstract: We study the Bayesian fixed-confidence best-arm identification problem in which a learner can abstain from making a terminal recommendation. Subject to a target error proba…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Text-Only LLM Correctors Break Correct Transcripts: A Repair-Damage Analysis of Audio Grounding in ASR Error Correction

arXiv:2610.30385v1 Announce Type: new Abstract: LLM correctors of ASR output are judged by aggregate WER, which hides what they fix and what they break. We decompose every WER change exactly into repaired tokens, damaged…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Robust topology optimization of isogeometric Kirchhoff--Love shells by the Speed Method

arXiv:2610.30389v1 Announce Type: new Abstract: This paper presents a framework for robust topology optimization of Kirchhoff-Love (KL) multi-patch shells using isogeometric analysis and non-matching meshes and provides …

arXiv (cs)22h ago
Dastawez Jahan-Numa

Latent Space Jam: Layout Guided Video Synthesis

arXiv:2610.30390v1 Announce Type: new Abstract: Adding control to video generation often requires training, which demands additional computational resources, data, or architectural changes. We propose a training-free app…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Soft Ontology Priors over Latent Concept Posteriors for Weakly Supervised Neuro-Symbolic Learning

arXiv:2610.30391v1 Announce Type: new Abstract: Neuro-symbolic (NeSy) predictors that supervise only the task label suffer from reasoning shortcuts: distinct concept mappings achieve the same maximum likelihood, leaving …

arXiv (cs)22h ago
Dastawez Jahan-Numa

The Community Archive: An Ethically Sourced X (Twitter) Dataset

arXiv:2610.30392v1 Announce Type: new Abstract: We present The Community Archive, a novel dataset of over 5 million posts from the social media site X (previously known as Twitter). In contrast with other large scale soc…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Escaping the Phylogenetic Trap: Persistent Homology Enables Cross-Species Ion Channel Classification via Multimodal Graph Neural Networks

arXiv:2610.30394v1 Announce Type: new Abstract: Protein classifiers are highly sensitive to evaluation protocol: random train/test splits induce phylogenetic leakage, allowing models to exploit taxon-specific correlation…

arXiv (cs)22h ago
Dastawez Jahan-Numa

Verified DRAM Address Mapping Reverse Engineering with Threshold Sweep

arXiv:2610.30397v1 Announce Type: new Abstract: We propose an end-to-end software pipeline for solving and validating DRAM address mapping functions on embedded LPDDR5 systems, and we instantiate it on embedded platforms…

arXiv (cs)22h ago
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